Module 12 - Large Language Models

Learning Objectives

  • Qualitative basics of LLM Function:
    • Tokenization
    • Training
    • Reinforcement Learning and Finetuning
  • Map of the LLM model ecosystem
  • Interacting with LLMs in R using ellmer
  • LLM Evaluation using vitals
  • Structured Data from LLMs
  • Tool Calling

Readings (In order of importance from essential to optional)

Videos